{"id":"W4205437584","doi":"10.47854/anthropen.vi0.51166","title":"Recherche participative","year":2021,"lang":"fr","type":"article","venue":"Anthropen","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Sociology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1327359,0.002802391,0.003742242,0.005195758,0.006500296,0.01981455,0.005613958,0.006322307,0.1076583],"category_scores_gemma":[0.2470054,0.001444802,0.002741482,0.005612333,0.009015767,0.01178863,0.01613984,0.01198105,0.04713406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008619956,"about_ca_system_score_gemma":0.04735281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003257984,"about_ca_topic_score_gemma":0.002955059,"domain_scores_codex":[0.8107389,0.1034404,0.01612006,0.02325551,0.04027654,0.006168622],"domain_scores_gemma":[0.6693465,0.0904066,0.008840816,0.1043994,0.1156573,0.01134947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000685606,0.0002826198,0.0008984395,0.004919905,0.0002202339,0.0005615906,0.03241678,0.0009829375,0.006927285,0.2930215,0.4602135,0.1988696],"study_design_scores_gemma":[0.00008952613,0.00008605442,0.0002693511,0.001233627,0.00004090378,0.0001564525,0.002916479,0.0003821962,0.001549301,0.03001149,0.9632053,0.00005927754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01092805,0.01054614,0.2762102,0.08254237,0.04337447,0.01927142,0.02255064,0.006136905,0.5284399],"genre_scores_gemma":[0.1679444,0.01405326,0.2538413,0.0217105,0.009273135,0.05267544,0.02127812,0.006165036,0.4530588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1327359,"threshold_uncertainty_score":0.7019827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6030667418021035,"score_gpt":0.5385576713862228,"score_spread":0.06450907041588072,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}